The Impact of Math Attitudes and Gender in Future School Choice: A Longitudinal Study Among Italian Students

Previous research indicates that cognitive and affective-motivational factors, along with gender, influence students' educational choices, especially regarding STEM tracks. However, few longitudinal studies have examined these factors during middle school, a critical stage in shaping future academic trajectories. This study investigated the longitudinal contribution of gender, cognitive abilities, and affective-motivational factors, such as self-concept, math interest, and math anxiety, in predicting students' school choice between STEM and non-STEM tracks at the end of middle school. Data were collected from 159 Italian students, followed from seventh to eighth grade. Findings indicated that gender and positive attitudes toward math were strongly associated with STEM school choice. Boys were more likely than girls to choose STEM tracks (<i>b</i> = 5.048). Higher levels of math self-concept (<i>b</i> = 4.848) and interest (<i>b</i> = 0.887) significantly predicted the likelihood of choosing a STEM school. These results highlight how gender and affective-motivational factors shape educational pathways during adolescence.

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Journal
Journal of Intelligence
Published
2026-03-02
DOI
https://doi.org/10.3390/jintelligence14030038
Primary Topic
Education, Achievement, and Giftedness
Type
article
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0.00
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article

The Impact of Math Attitudes and Gender in Future School Choice: A Longitudinal Study Among Italian Students

Irene Tonizzi, Lorenzo Esposito, David Giofrè, Maria Carmen Usai
Journal of Intelligence
Education, Achievement, and Giftedness
article

The Impact of Math Attitudes and Gender in Future School Choice: A Longitudinal Study Among Italian Students

Irene Tonizzi, Lorenzo Esposito, David Giofrè, Maria Carmen Usai
article en

Abstract

Previous research indicates that cognitive and affective-motivational factors, along with gender, influence students' educational choices, especially regarding STEM tracks. However, few longitudinal studies have examined these factors during middle school, a critical stage in shaping future academic trajectories. This study investigated the longitudinal contribution of gender, cognitive abilities, and affective-motivational factors, such as self-concept, math interest, and math anxiety, in predicting students' school choice between STEM and non-STEM tracks at the end of middle school. Data were collected from 159 Italian students, followed from seventh to eighth grade. Findings indicated that gender and positive attitudes toward math were strongly associated with STEM school choice. Boys were more likely than girls to choose STEM tracks (<i>b</i> = 5.048). Higher levels of math self-concept (<i>b</i> = 4.848) and interest (<i>b</i> = 0.887) significantly predicted the likelihood of choosing a STEM school. These results highlight how gender and affective-motivational factors shape educational pathways during adolescence.

Journal of IntelligenceVol. 14(3)
University of Genoa (IT)
Quality Education
Openalex Percentile: Top 41%
Education, Achievement, and Giftedness
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The Impact of Math Attitudes and Gender in Future School Choice: A Longitudinal Study Among Italian Students — Irene Tonizzi, Lorenzo Esposito, et al. · Journal of Intelligence (2026) | TGRS Research Map | TGRS